Invention Grant
- Patent Title: Cognitive recognition and reproduction of structure graphs
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Application No.: US17572190Application Date: 2022-01-10
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Publication No.: US12235886B2Publication Date: 2025-02-25
- Inventor: Sheng Yan Sun , Shuo Li , Xiaobo Wang , Hong Mei Zhang
- Applicant: International Business Machines Corporation
- Applicant Address: US NY Armonk
- Assignee: International Business Machines Corporation
- Current Assignee: International Business Machines Corporation
- Current Assignee Address: US NY Armonk
- Agency: Garg Law Firm, PLLC
- Agent Rakesh Garg; Kimberly Zillig
- Main IPC: G06F16/35
- IPC: G06F16/35 ; G06F16/358 ; G06F40/284 ; G06F40/30 ; G06F40/40 ; G06V10/44

Abstract:
An embodiment includes executing a querying process that returns database documents containing text associated with a database environment. The embodiment tokenizes the database documents into a series of n-gram tokens and groups the tokens into topic classes using natural language processing (NLP). The embodiment also generates a feature map by applying a convolution layer to an image that depicts a database structure graph of the database environment. The embodiment detects an architectural element in the image by applying a region proposal network (RPN) to the feature map and classifies the architectural element into one of the plurality of topic classes using a trained neural network. The embodiment renders, responsive to a user selection of the architectural element, an overlay depicting information about the architectural element using text and other architectural elements that are in a same topic class as the user-selected architectural element.
Public/Granted literature
- US20230222150A1 COGNITIVE RECOGNITION AND REPRODUCTION OF STRUCTURE GRAPHS Public/Granted day:2023-07-13
Information query